This code was used in the publication Predicting Shape Development: A Riemannian Method to predict future shape developments in Riemannian shape spaces. This work was carried out as part of the Math+ project AA5-3 "Manifold-Valued Graph Neural Networks." The underlying methodological building blocks are part of the Morphomatics library.